Yi-Jia Zhang
Orcid: 0000-0002-5843-4675Affiliations:
- Dalian University of Technology, School of Computer Science and Technology, China
According to our database1,
Yi-Jia Zhang
authored at least 110 papers
between 2011 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Medical Image Anal., 2025
Negative sampling strategy based on multi-hop neighbors for graph representation learning.
Expert Syst. Appl., 2025
2024
ACM Comput. Surv., December, 2024
TransFOL: A Logical Query Model for Complex Relational Reasoning in Drug-Drug Interaction.
IEEE J. Biomed. Health Informatics, August, 2024
Multidta: drug-target binding affinity prediction via representation learning and graph convolutional neural networks.
Int. J. Mach. Learn. Cybern., July, 2024
Multim. Tools Appl., May, 2024
IMAEN: An interpretable molecular augmentation model for drug-target interaction prediction.
Expert Syst. Appl., March, 2024
Heterogeneous Graph Convolutional Network for E-Commerce Product Recommendation With Adaptive Denoising Training.
IEEE Trans. Consumer Electron., February, 2024
Aspect category sentiment analysis based on prompt-based learning with attention mechanism.
Neurocomputing, January, 2024
MPTN: A message-passing transformer network for drug repurposing from knowledge graph.
Comput. Biol. Medicine, January, 2024
A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations.
IEEE Trans. Multim., 2024
Temporal Protein Complex Identification Based on Dynamic Heterogeneous Protein Information Network Representation Learning.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024
IEEE ACM Trans. Comput. Biol. Bioinform., 2024
J. Comput. Biol., 2024
A meta-contrastive learning with data augmentation framework for zero-shot stance detection.
Expert Syst. Appl., 2024
Eng. Appl. Artif. Intell., 2024
Eng. Appl. Artif. Intell., 2024
Comparative learning based stance agreement detection framework for multi-target stance detection.
Eng. Appl. Artif. Intell., 2024
Comput. Biol. Chem., 2024
Spatiotemporal constrained RNA-protein heterogeneous network for protein complex identification.
Briefings Bioinform., 2024
Humor Recognition Based on Dual Graph Attention Network with Incongruity and Ambiguity Feature Extraction.
Proceedings of the Natural Language Processing and Chinese Computing, 2024
Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024
Proceedings of Joint Workshop of the 5th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2024) and the 4th AI + Informetrics (AII2024) co-located with the ( iConference2024), 2024
2023
Int. J. Comput. Intell. Syst., December, 2023
CSDTI: an interpretable cross-attention network with GNN-based drug molecule aggregation for drug-target interaction prediction.
Appl. Intell., November, 2023
MKCL: Medical Knowledge with Contrastive Learning model for radiology report generation.
J. Biomed. Informatics, October, 2023
J. Comput. Biol., September, 2023
Extracting Mutant-Affected Protein-Protein Interactions via Gaussian-Enhanced Representation and Contrastive Learning.
J. Comput. Biol., September, 2023
Automatic International Classification of Diseases Coding via Note-Code Interaction Network with Denoising Mechanism.
J. Comput. Biol., August, 2023
J. Biomed. Informatics, April, 2023
J. Biomed. Informatics, March, 2023
Knowledge Guided Attention and Graph Convolutional Networks for Chemical-Disease Relation Extraction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
Knowledge Adaptive Multi-Way Matching Network for Biomedical Named Entity Recognition via Machine Reading Comprehension.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
IEEE Access, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023
Multi-Perspective Semantic Enhanced Model for Heterogeneous Graph Embedding with Contrastive Learning.
Proceedings of the International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2023
Self Question-Answering: Aspect Sentiment Triplet Extraction via a Multi-MRC Framework Based on Rethink Mechanism.
Proceedings of the Chinese Computational Linguistics - 22nd China National Conference, 2023
Proceedings of the Chinese Computational Linguistics - 22nd China National Conference, 2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Multi-Visit Interactive Recalibration Network for Drug Recommendation with a Triple Graph Encoder.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Biomedical event trigger extraction based on multi-layer residual BiLSTM and contextualized word representations.
Int. J. Mach. Learn. Cybern., 2022
Knowl. Based Syst., 2022
Knowl. Based Syst., 2022
Inf. Sci., 2022
A supervised protein complex prediction method with network representation learning and gene ontology knowledge.
BMC Bioinform., 2022
Proceedings of the Natural Language Processing and Chinese Computing, 2022
Heterogeneous PPI Network Representation Learning for Protein Complex Identification.
Proceedings of the Bioinformatics Research and Applications - 18th International Symposium, 2022
Gaussian-Enhanced Representation Model for Extracting Protein-Protein Interactions Affected by Mutations.
Proceedings of the Bioinformatics Research and Applications - 18th International Symposium, 2022
Proceedings of the Bioinformatics Research and Applications - 18th International Symposium, 2022
Document-Level Relation Extraction with a Dependency Syntax Transformer and Supervised Contrastive Learning.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy, 2022
Contrastive Self-Supervised Representation Learning for Protein Complexes Identification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Syntactic Type-aware Graph Attention Network for Drug-drug Interactions and their Adverse Effects Extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Hierarchical matching network for multi-turn response selection in retrieval-based chatbots.
Soft Comput., 2021
BMC Medical Informatics Decis. Mak., 2021
Knowl. Based Syst., 2021
Neurocomputing, 2021
IEICE Trans. Inf. Syst., 2021
JLAN: medical code prediction via joint learning attention networks and denoising mechanism.
BMC Bioinform., 2021
Biomedical cross-sentence relation extraction via multihead attention and graph convolutional networks.
Appl. Soft Comput., 2021
Proceedings of the Information Retrieval - 27th China Conference, 2021
Proceedings of the Information Retrieval - 27th China Conference, 2021
Proceedings of the Information Retrieval - 27th China Conference, 2021
Auto-learning Convolution-Based Graph Convolutional Network for Medical Relation Extraction.
Proceedings of the Information Retrieval - 27th China Conference, 2021
Co-Attentive Span Network with Multi-task learning for Biomedical Named Entity Recognition.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
A Multichannel Biomedical Named Entity Recognition Model Based on Multitask Learning and Contextualized Word Representations.
Wirel. Commun. Mob. Comput., 2020
Incorporating representation learning and multihead attention to improve biomedical cross-sentence n-ary relation extraction.
BMC Bioinform., 2020
BMC Bioinform., 2020
Proceedings of the CIIS 2020: The 3rd International Conference on Computational Intelligence and Intelligent Systems, 2020
A hierarchical knowledge-aware neural network for protein-protein interaction article classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Extracting Protein-Protein Interactions Affected by Mutations via Auxiliary Task and Domain Pre-trained Model.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
Extracting drug-drug interactions with hybrid bidirectional gated recurrent unit and graph convolutional network.
J. Biomed. Informatics, 2019
J. Biomed. Informatics, 2019
Chemical-protein interaction extraction from biomedical literature: a hierarchical recurrent convolutional neural network method.
Int. J. Data Min. Bioinform., 2019
Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction.
CoRR, 2019
BMC Bioinform., 2019
A supervised term ranking model for diversity enhanced biomedical information retrieval.
BMC Bioinform., 2019
Chemical-protein interaction extraction via contextualized word representations and multihead attention.
Database J. Biol. Databases Curation, 2019
2018
An effective neural model extracting document level chemical-induced disease relations from biomedical literature.
J. Biomed. Informatics, 2018
J. Biomed. Informatics, 2018
BMC Bioinform., 2018
Drug-drug interaction extraction via hierarchical RNNs on sequence and shortest dependency paths.
Bioinform., 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
A Weak Supervised Learning Method for Essential Protein Detection Based on STRING Database and Learning Representation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Hierarchical Recurrent Convolutional Neural Network for Chemical-protein Relation Extraction from Biomedical Literature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
A Knowledge Graph based Bidirectional Recurrent Neural Network Method for Literature-based Discovery.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Protein-Protein Interaction Article Classification: A Knowledge-enriched Self-Attention Convolutional Neural Network Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
HMNPPID: A Database of Protein-protein Interactions Associated with Human Malignant Neoplasms.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Improve Diversity-oriented Biomedical Information Retrieval using Supervised Query Expansion.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
The Structural Vulnerability Analysis of Power Grids Based on Second-Order Centrality.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017
BMC Bioinform., 2017
2016
J. Biomed. Informatics, 2016
The Controllability of Power Grids in Comparison with Classical Complex Network Models.
IEICE Trans. Inf. Syst., 2016
The Structural Vulnerability Analysis of Power Grids Based on Overall Information Centrality.
IEICE Trans. Inf. Syst., 2016
BMC Bioinform., 2016
Construction of dynamic probabilistic protein interaction networks for protein complex identification.
BMC Bioinform., 2016
2015
Integrating experimental and literature protein-protein interaction data for protein complex prediction.
BMC Genom., 2015
A Method of the Detection of Frequency-Hopping Signal Based on Channelized Receiver in the Complicated Electromagnetic Environment.
Proceedings of the 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2015
Proceedings of the 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2015
A Security Protocol Applied to Covert Communication Platform and Its Formal Analysis.
Proceedings of the 39th Annual Computer Software and Applications Conference, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2013
Protein Complex Prediction in Large Ontology Attributed Protein-Protein Interaction Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
2011
J. Biomed. Informatics, 2011
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011